Torsten Hothorn - Selected Publications#

Hothorn, T. and Zeileis, A. (2021), “Predictive distribution modelling using transformation forests,” Journal of Computational and Graphical Statistics, doi:10.1080/10618600.2021.1872581.

Seibold, S., Rammer, W., Hothorn, T., Seidl, R., Ulyshen, M. D., Lorz, J., Adhikari, Y. P., Aragón, R., Bae, S., Baldrian, P., Varandi, H. B., Barlow, J., Bässler, C., Beauchêne, J., Berenguer, E., Bergamin, R. S., Birkemoe, T., Boros, G., Brandl, R., Brustel, H., Burton, P. J., Cadotte, M. W., Cakpo-Tossou, Y. T., Castro, J., Cateau, E., Cobb, T. P., Farwig, N., Fernández, R. D., Firn, J., Gan, K. S., González, G., Gossner, M. M., Habel, J. C., Hébert, C., Heibl, C., Hemp, A., Hemp, C., Hjältén, J., Hotes, S., Kouki, J., Lachat, T., Lindenmayer, D. B., Liu, J., Liu, Y., Luo, Y.-H., Macandog, D. M., Martina, P. E., Mukul, S. A., Nachin, B., Nisbet, K., O’Halloran, J., Oxbrough, A., Pandey, J. N., Pavlı́č ek, T., Pawson, S. M., Rakotondranary, J. S., Ramanamanjato, J.-B., Rossi, L., Schmidl, J., Schulze, M., Seaton, S., Stone, M. J., Stork, N. E., Suran, B., Sverdrup-Thygeson, A., Thorn, S., Thyagarajan, G., Wardlaw, T. J., Weisser, W. W., Yoon, S., Zhang, N., and Müller, J. (2021), “Deadwood decomposition mediated by insects influences global carbon fluxes,” Nature, 597, 77–81, doi:10.1038/s41586-021-03740-8.

Hothorn, T. (2020), “Most likely transformations: The mlt package,” Journal of Statistical Software, 92, 1–68, doi:10.18637/jss.v092.i01.

Siegfried, S. and Hothorn, T. (2020), “Count transformation models,” Methods in Ecology and Evolution, 11, 818–827, doi:10.1111/2041-210X.13383.

Hothorn, T., Möst, L., and Bühlmann, P. (2018), “Most likely transformations,” Scandinavian Journal of Statistics, 45, 110–134, doi:10.1111/sjos.12291.

Seibold, H., Zeileis, A., and Hothorn, T. (2018), “Individual treatment effect prediction for Amyotrophic Lateral Sclerosis patients,” Statistical Methods in Medical Research, 27, 3104–3125, doi:10.1177/0962280217693034.

Hothorn, T. and Zeileis, A. (2015), “partykit: A modular toolkit for recursive partytioning in R,” Journal of Machine Learning Research, 16, 3905–3909, URL http://jmlr.org/papers/v16/hothorn15a.html.

Rödel, C., Graeven, U., Fietkau, R., Hohenberger, W., Hothorn, T., Arnold, D., Hofheinz, R.-D., Ghadimi, M., Wolff, H. A., Lang-Welzenbach, M., Raab, H.-R., Wittekind, C., Ströbel, P., Staib, L., Wilhelm, M., Grabenbauer, G. G., Hoffmanns, H., Lindemann, F., Schlenska-Lange, A., Folprecht, G., Sauer, R., and Torsten Liersch on behalf of the German Rectal Cancer Study Group (2015), “Oxaliplatin added to fluorouracil-based preoperative chemoradiotherapy and postoperative chemotherapy of locally advanced rectal cancer (the German CAO/ARO/AIO-04 study): Final results of the multicentre, open-label, randomised, phase 3 trial,” The Lancet Oncology, 16, 979–989, doi:10.1016/S1470-2045(15)00159-X.

Hothorn, T., Kneib, T., and Bühlmann, P. (2014), “Conditional transformation models,” Journal of the Royal Statistical Society: Series B (Methodological), 76, 3–27, doi:10.1111/rssb.12017.